ML Ops Engineer (Concord, CA - 100% Onsite) jobs in United States
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OMG · 3 days ago

ML Ops Engineer (Concord, CA - 100% Onsite)

positionConcord, CA
timeFull-time
remoteOnsite
senioritySenior Level, Lead/Staff
money$55/hr - $55/hr
date10+ years exp

OMG Technology is seeking an ML Ops Engineer to join their team in Concord, California. The role involves developing and maintaining ML pipelines, automating model training and deployment, and collaborating with engineering teams to support model scoring.

Enterprise SoftwareFinanceGovernmentInformation TechnologyNon Profit
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Comp. & Benefits
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H1B Sponsor Likelynote

Responsibilities

Develop and maintain ML pipelines using tools like MLflow, Kubeflow, or Vertex AI
Automate model training, testing, deployment, and monitoring in cloud environments (e.g., GCP, AWS, Azure)
Implement CI/CD workflows for model lifecycle management, including versioning, monitoring, and retraining
Monitor model performance using observability tools and ensure compliance with model governance frameworks (MRM, documentation, explainability)
Collaborate with engineering teams to provision containerized environments and support model scoring via low-latency APIs
Leverage AutoML tools (e.g., Vertex AI AutoML, H2O Driverless AI) for low-code/no-code model development, documentation automation, and rapid deployment

Qualification

ML pipelinesJavaPythonCloud platformsML librariesSQLDockerKubernetesData engineering toolsDevOps practicesStakeholder managementCommunication

Required

10+ Years of professional experience in Software Engineering
3+ Years in AIML, and Machine Learning Model Operations
Strong proficiency in Java and Python, SQL, and ML libraries (e.g., scikit-learn, XGBoost, TensorFlow, PyTorch)
Experience with cloud platforms and containerization (Docker, Kubernetes)
Hands-on experience delivering 3-4 end-to-end Production projects
Familiarity with data engineering tools (e.g., Airflow, Spark) and ML Ops frameworks
Solid understanding of software engineering principles and DevOps practices
Good communication skills and able to manage stakeholders

Company

OMG

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The Object Management Group® Standards Development Organization (OMG® SDO) is an international (25+ countries), membership-driven (220+ organizations) and not-for-profit consortium.
dateFounded in 1989
location
Needham, Massachusetts, USA
people-size11-50 employees
web-link
http://www.omg.org/

H1B Sponsorship

OMG has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
2023 (2)
2021 (1)
2020 (1)

Funding

Current Stage
Early Stage
Total Funding
unknown
2025-07-01Acquired

Leadership Team

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Bill Hoffman
Chairman and CEO
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Recent News

PRLog
Aerospace & Defense PLM Action Group Releases a Report that Evaluates the SysML v2 Standard
2025-10-23
SD Times
EDM Association Completes Acquisition of Assets of Object Management Group, Creating World’s Largest Data and Standards Community
2025-10-02
PR Newswire UK
EDM Association Completes Acquisition of Assets of Object Management Group, Creating World's Largest Data and Standards Community
2025-10-01
Company data provided by crunchbase